Edit model card

peft-lora-starcoder15B-personal-copilot-A100-40GB-colab-zyx

This model is a fine-tuned version of bigcode/starcoder on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6542

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0002
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 30
  • training_steps: 100

Training results

Training Loss Epoch Step Validation Loss
1.1645 1.0 100 0.6542

Framework versions

  • PEFT 0.7.1.dev0
  • Transformers 4.36.0.dev0
  • Pytorch 2.1.0+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0
Downloads last month
2
Inference API
Unable to determine this model’s pipeline type. Check the docs .

Model tree for update0909/peft-lora-starcoder15B-personal-copilot-A100-40GB-colab-zyx

Base model

bigcode/starcoder
Adapter
(34)
this model